{"id":"W4231409988","doi":"10.32920/ryerson.14645790","title":"Build For All","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Business; The Internet; Willingness to pay; Internet privacy; Resource (disambiguation); Goods and services; Marketing; Computer science; Economics; World Wide Web; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004040272,0.0002082221,0.0002724126,0.0001609109,0.0001263722,0.0002330021,0.0003860711,0.0004978843,0.0002414343],"category_scores_gemma":[0.0001541185,0.0002031855,0.0001270106,0.0001912103,0.00006820363,0.0001524635,0.001680168,0.0003953793,0.00004301865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004612279,"about_ca_system_score_gemma":0.00005756013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000732538,"about_ca_topic_score_gemma":0.00003274124,"domain_scores_codex":[0.9989704,0.000003272219,0.0002544204,0.0004070636,0.0001173948,0.0002474521],"domain_scores_gemma":[0.9991727,0.00002017623,0.0001822951,0.0002737871,0.0003483161,0.000002704422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008988528,0.0000730477,0.001336892,0.000543597,0.0002051178,0.000005224678,0.00007536852,0.0000082235,0.00003587124,0.9495126,0.03963444,0.008560633],"study_design_scores_gemma":[0.000426912,0.000003419682,0.002275917,0.0001001763,0.0001075705,5.338821e-7,0.001079103,0.001147256,0.0007262371,0.3721145,0.621222,0.0007963487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1647639,0.0003420862,0.1753956,0.01918264,0.00765992,0.002740835,0.00001120996,0.001698789,0.628205],"genre_scores_gemma":[0.9114208,0.00001971001,0.0583702,0.0204845,0.002445691,0.0008986266,0.00110131,0.00007161331,0.005187599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7466568,"threshold_uncertainty_score":0.8285663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04810016533259388,"score_gpt":0.274201987002083,"score_spread":0.2261018216694891,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}